From 481b57a96a9ef29b112caec1bb3e17ffb043ceae Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Sun, 25 Sep 2016 06:12:54 +0000
Subject: [PATCH] So I have this new programming paradigm.......

---
 src/layer.h |   22 +++++++++++++---------
 1 files changed, 13 insertions(+), 9 deletions(-)

diff --git a/src/layer.h b/src/layer.h
index 5e9dc3a..ea6862b 100644
--- a/src/layer.h
+++ b/src/layer.h
@@ -4,6 +4,8 @@
 #include "activations.h"
 #include "stddef.h"
 
+struct network_state;
+
 struct layer;
 typedef struct layer layer;
 
@@ -42,6 +44,12 @@
     LAYER_TYPE type;
     ACTIVATION activation;
     COST_TYPE cost_type;
+    void (*forward)   (struct layer, struct network_state);
+    void (*backward)  (struct layer, struct network_state);
+    void (*update)    (struct layer, int, float, float, float);
+    void (*forward_gpu)   (struct layer, struct network_state);
+    void (*backward_gpu)  (struct layer, struct network_state);
+    void (*update_gpu)    (struct layer, int, float, float, float);
     int batch_normalize;
     int shortcut;
     int batch;
@@ -105,9 +113,7 @@
     int *indexes;
     float *rand;
     float *cost;
-    float *filters;
-    char  *cfilters;
-    float *filter_updates;
+    char  *cweights;
     float *state;
     float *prev_state;
     float *forgot_state;
@@ -117,7 +123,7 @@
     float *concat;
     float *concat_delta;
 
-    float *binary_filters;
+    float *binary_weights;
 
     float *biases;
     float *bias_updates;
@@ -194,11 +200,9 @@
     float * save_delta_gpu;
     float * concat_gpu;
     float * concat_delta_gpu;
-    float * filters_gpu;
-    float * filter_updates_gpu;
 
     float *binary_input_gpu;
-    float *binary_filters_gpu;
+    float *binary_weights_gpu;
 
     float * mean_gpu;
     float * variance_gpu;
@@ -230,8 +234,8 @@
     #ifdef CUDNN
     cudnnTensorDescriptor_t srcTensorDesc, dstTensorDesc;
     cudnnTensorDescriptor_t dsrcTensorDesc, ddstTensorDesc;
-    cudnnFilterDescriptor_t filterDesc;
-    cudnnFilterDescriptor_t dfilterDesc;
+    cudnnFilterDescriptor_t weightDesc;
+    cudnnFilterDescriptor_t dweightDesc;
     cudnnConvolutionDescriptor_t convDesc;
     cudnnConvolutionFwdAlgo_t fw_algo;
     cudnnConvolutionBwdDataAlgo_t bd_algo;

--
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